Effective segmentation and classification of brain tumor using rough K means algorithm and multi kernel SVM in MR images.
S. KrishnakumarK. ManivannanPublished in: J. Ambient Intell. Humaniz. Comput. (2021)
Keyphrases
- brain tumors
- mr images
- support vector machine svm
- medical images
- magnetic resonance
- segmentation algorithm
- support vector
- multi kernel
- magnetic resonance images
- brain mr images
- pattern recognition
- learning algorithm
- support vector machine
- rough k means
- segmentation method
- training set
- mr imaging
- tumor growth
- image data
- k means
- image segmentation
- feature selection
- computer vision
- energy function
- expectation maximization
- density estimation
- feature vectors
- deformable registration
- mri images